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Alexander Stevens
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 6
Top Topics
Locality Preserving
Manifold Learning
Event Logs
Laplacian Eigenmaps
Top Venues
ICPM
ICPM Workshops
SSCI
AMIA
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Publications
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Alexander Stevens
,
Jari Peeperkorn
,
Johannes De Smedt
,
Jochen De Weerdt
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring.
ICPM
(2023)
Jari Peeperkorn
,
Carlos Ortega Vázquez
,
Alexander Stevens
,
Johannes De Smedt
,
Seppe vanden Broucke
,
Jochen De Weerdt
Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs.
ICPM Workshops
(2022)
Alexander Stevens
,
Johannes De Smedt
,
Jari Peeperkorn
,
Jochen De Weerdt
Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks.
ICPM
(2022)
Alexander Stevens
,
Johannes De Smedt
,
Jari Peeperkorn
Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring.
ICPM Workshops
(2021)
Alexander Stevens
,
Peter Deruyck
,
Ziboud Van Veldhoven
,
Jan Vanthienen
Explainability and Fairness in Machine Learning: Improve Fair End-to-end Lending for Kiva.
SSCI
(2020)
Aaron Ostrovsky
,
Daniel M. Stein
,
Brett Simon
,
Justin McManus
,
Alexander Stevens
,
Marcia Levine
,
Peter D. Stetson
Implementing a Real-Time Location System (RTLS) at an Ambulatory Oncology Surgical Center.
AMIA
(2017)